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AI Governance, Privacy, Information Security CISO, CPO, DPO Sr Counsel

Location:
Kendall Park, NJ
Posted:
September 23, 2025

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Resume:

Doug Knehr

Esq. (NJ, DC), JD, MBA, BS, CISSP, FIP, CIPM, CIPP/US

609-***-**** Contact@DougKnehr https://www.linkedin.com/in/doug-knehr/ Portfolio: https://dougknehr.wordpress.com/

Training Link: AI, Security, Privacy

PRIVACY, DATA PROTECTION, INFORMATION SECURITY, AI GOVERNANCE

Differentiators:

Privacy + Information Security + AI Governance

(IAPP- FIP, CIPM, CIPP ) + CISSP + Expertise gained in AI, ML/Analytics @ 10 Multinational orgs)

Cross-functional SME skill set: Senior Counsel Privacy Cybersecurity, AI Governance

CPO (Chief Privacy Officer)

DPO (Data Protection Officer)

AI Governance SME

Past programs matured: Yahoo, CSWG (Albertsons Kroger’s Spinoff), Infosys, DTCC, Santander, Avanade, Acoustic, Mondelez, Clorox, and Lucira Health

Continuous Learner: Training - See the complete list of 300+ privacy, security & AI training exercises in the training linked document

Recent Accomplishment: $26 Billion Merger as v-CPO / v-CISO (Governance ) (Privacy & Security Governance SME)

In the last 3.5 months of 2024, while under FTC, court, seller, and executive M&A team scrutiny, for the largest merger in the USA in Nov 2024 ($26 billion), I designed and directed the operationalizing of 26 platforms for privacy, information security governance, data protection, incident response and a future ML/AI governance program for a 600-location acquisition developing and implementing processes, technologies, and budget, managing the activities of 2 global consulting organizations and 3 law firms.

Value: I’ve been hired to execute. During the past 10 years, my skills have not been limited by the technology at one company, nor limited by a drafting-only focus (to the detriment of executing and operationalizing programs), nor limited by the four corners of a contract engagement. I possess in-depth, cross-functional operational expertise gained from successfully executing massive privacy and information security transformations at 10 multinational organizations during both pre-crisis and crisis stages at the Chief Privacy Officer, Chief Information Security Officer, Data Protection Officer, and Senior Counsel Cybersecurity and Privacy levels.

EDUCATION

Degree-JD, School-Stetson (Doctoral Degree)

Degree MBA, School-Rutgers Graduate School of Management

Degree-BS, School-Rutgers University Cook College, NJ

CERTIFICATIONS & TRAINING

Privacy Trainings

OneTrust: Assessment Automation

OneTrust: Consent & Preference Management

OneTrust: Data Mapping

OneTrust: Data Discovery

OneTrust: Assessment Automation

OneTrust: Data Subject Requests

OneTrust Incident Response

Nymity Trust Arc – significant training over 10 years

See numerous privacy trainings in the trainings section at end of the resume

Privacy Certifications:

IAPP-Fellow of Information Privacy (FIP) 2017

IAPP-Certified Information Privacy Manager (CIPM) 2014

IAPP-Certified Information Privacy Professional (CIPP/US) 2014

Cybersecurity Certifications:

Certified Information Security System Professional (CISSP) 2015

Cybersecurity Trainings

SumoLogic & Splunk Training

Extensive GRC Trainings

See hundreds of security trainings in the trainings section at end of the resume

AI Artificial Intelligence and ML Machine Learning Certs & Trainings

See numerous AI training in the training lin

AWARDS

DPO Group Avanade 2019 Data Protection Officer Rockstar Award

CISO Group Avanade 2019 CISO Incident Response Superhero Award

FRAMEWORK EXPERTISE

Privacy framework expertise: EU(GDPR + EU regs), USA (CCPA, CPRA, VCDPA, UCPA), PCI, CAN-SPAM, TCPA, CASL, Privacy Shield, HIPAA

NIST SP 800-63 Digital Identities

Technologies -Privacy: GRC: Archer, Metric Stream, ZenGRC, Unified Compliance Framework, OneTrust, Nymity TrustArc, DPOrganizer, Integris,

BigID,

Security framework expertise NIST 800-53, ISO 270**-*****, 27701:2019, NY Shield, NYDFS 500, OWASP,DORA, NIS2, SOC 2 Certification

NERC, Breach and Attack Simulation MITRE ATT&CK framework

Identity Protocols/ Standards: OAuth2, OpenID Connect, SAML, SCIM, authentication systems, and modern IAM platforms.

Technologies-Cybersecurity Microsoft Cloud Access Security Broker (CASB), QRadar, Radarfirst, Alation, Microsoft O365 Safety & Compliance Center,

Azure Rights Management, Microsoft Purview and MS data protection technologies, Splunk, Sumo Logic

AI frameworks: NIST AI Risk Management Framework, EU AI Act, ISO 42001,SR 11-7,ASOP 56, AI conformity Assessments

AI Governance Tools: Familiar with: Lumenova AI, Fiddler AI,AI Contract/Vendor Agreement Review

VIBE CODING PROJECTS

Vibe coded a GPC (Global Privacy Control) tester

SPECIALTY AI SECURITY, AI PRIVACY & AI GOVERNANCE TRAINING

Significant training in AI-related data protection, security and privacy protections (See 300+ training exercises in cover)

Training Link: AI, Security, Privacy

EXPERIENCE

Position: AI training (AI Security Governance and Privacy-focused)

Company: Freelance

Dates: November 2024 - Present

Location: City-Remote, State-NJ

Key Achievements: Ready forward deployment issues for AI governance scaling (privacy, cybersecurity, governance focus)

Operationalizing: EU AI Act, NIST AI Risk Mgmnt Framework, DORA, NJDPA, Texas DPSA, India DPA, Genius Act

Position : v-CPO Privacy, v-CISO-G -Privacy,Data Protection, Incident Response,

Information Security Governance Expert (Consultant)(Contract)

Company: CSWG (Multi-billion $ US Merger/Sale Pre-Launch Efforts)

Dates: August 2024 to November, 2024

Key Accomplishments: Saved $26B M&A launch timeline by operationalizing 26 governance platforms in 3.5 months.

Operationalized 26 platforms in under 3.5 months for a greenfield privacy, information security, and AI

governance program, saving the launch date of a $26 billion M&A spinoff

My ability to align technology initiatives with business objectives is at such a level of mastery within privacy, information security, data protection, and AI governance that during these 3.5 months, while under FTC, court, seller, and executive M&A team scrutiny, for the largest merger in the USA in Nov 2024 ($26 billion), I designed and operationalized the data protection, privacy, information security governance, and incident response program for a 600-location acquisition, developing people, processes, technologies, and budget, website functionality as well as full back-office processes, managing the activities of 2+ global consulting organizations and multiple law firms.

TOM-Create target operating model for data protection,security grc and policy, incident response and privacy

Resources-Create resource plan and functional relationship plan

Platforms-Develop and begin implementation of 26+ platforms for information security governance, privacy and data protection effecting change management and innovation

Selected and operationalized security GRC tooling and begin control implementation for alignment with WISP and CMMC leveling

Selected and operationalized a full privacy suite of technologies in OneTrust, Trust Arc and other platforms:

ROPA (Records of Processing Activities)

Cookie preference

Consent and preference management

PIA, DPIA, LITs

Data protection technologies (Microsoft)(data sensitivity classification, data discovery, data labeling, data loss prevention)

Retention and data classification platforms

Strategized and drafted the following:

Written Information Security Program

Integrated Incident Response Program and playbooks

Integrated Incident Response Program documentation and playbooks

Data classification tables

Data Privacy Program documentation

Created GRC control foundation and policy development for the following:

Cybersecurity Business Plan

Continuity of Operations Plan

Cybersecurity Risk Assessment Template

Cybersecurity SCRM Strategy & Implementation Plan

Cybersecurity Operating Procedures

Information Assurance Program

Risk Management and Insider Threat Program

Secure Baseline Configurations

Secure Engineering & Data Privacy

Vulnerability & Patch Management Program

KPI development and extensive project management to meet business objectives in a hyper compressed time frame

Aligned WISP security practices documentation with the HIPAA privacy practices documentation, HIPAA, NPP, consumer-facing CCPA, CPRA compliant privacy statement, HR candidate privacy statement, applicant privacy statement and just-in-time consent disclosures

Position : Senior Counsel- Privacy and Cybersecurity (Forensic Stage Contract)

Company: Infosys Ltd

Dates: January 2024 to March, 2024

Location: City-Remote, State-NJ

Key Accomplishments: Managed the forensic stage of a multimillion-person cyber event for an offshore legal team on a 12-hour time

difference, reducing client impact, millions in spend, and readying the organization for mitigation and potential cyber investigation/litigation

Advised during specific initial 3-month period of crisis focused on post-breach crisis management security and privacy efforts

Managed root cause analysis, data subject notifications (notice to data subject, contractual w/ clients, AG regulatory), CISO and enterprise communications as well as managing notification vendors

Advised on cyber litigation and privacy data breach driven SLA and contract claims and notification strategies

Contributed to knowledge needed for attorney general, regulator and securities exchange interactions

Managed forensics reporting artifacts and related disclosure strategies

Position :Principal SME-Data Privacy, Cyber Risk, Data Protection (Consultant)(Contract)

Company: Yahoo

Dates: January 2023 to December 2023

Location: City-Remote, State-NJ

Key Accomplishments: Led 95+ engineering teams across the adtech DSP and SSP to establish a privacy and cyber risk and data protection controls GRC program, replacing the efforts of a previously failed multimillion-dollar big four contract, creating an enterprise-wide impact assessment and revised privacy and data protection control methodology across all DSP, SSP and AI/ML engineering teams at Yahoo

Lead 95+ engineering teams to mature/establish a privacy and cyber risk and data protection controls GRC program via an enterprise-wide impact assessment and change management effort across Yahoo

Developed customized cyber risk reduction and data protection privacy engineering advisory across the Yahoo technical ecosystem with particular emphasis in data science, ML, AI systems

Continuous Improvement SME served as the subject matter expert (SME) collaborating with Legal, Compliance, CISO and AI/Analytics teams to mitigate privacy and data protection engineering control risk.

Critical advisory regarding cookies and technical identifiers with coming of cookie free future

Position: Data Protection Officer-(Interim)

Company: Lucira Health (Medical Device Startup)

Dates: May 2022 to August 2022

Location: City-Remote, State-NJ

Key Accomplishments: Implemented a global privacy and data protection program from the foundation, enabling the launch of product

into the EU and strengthening privacy and data protection globally.

Implemented a global privacy and data protection program from the foundation.

Managed the drafting of global Data Transfer Addendums, Standard Contractual Clauses, Privacy Statements, and Cookie Notices.

Managed multi-country outside counsel and provided product counseling for the multi-country launch, ensuring compliance with regulations such as HIPAA, GDPR, CCPA, PIPEDA, and local privacy laws.

Product counseling for multi country launch (HIPAA, GDPR, CCPA, PIPEDA, Aus, New Zealand, EU)

Served as the sole data protection security expert, creating budgets, and operationalizing various initiatives, including:

DLP (Data Loss Prevention) implementation.

Acting as a Microsoft Data Protection Subject Matter Expert (SME) and utilizing data protection technologies.

Implementing MCAS (Microsoft Cloud App Security) privacy measures.

Conducting data discovery and managing SIEM detection for insider threat data protection.

Establishing GRC (Governance, Risk, and Compliance) foundational programs and a WISP (Written Information Security Program).

Addressing security obligations under Standard Contractual Clauses and distributor agreements.

Conducting HIPAA Security Risk Assessments and utilizing MS and AWS Safety and Compliance technologies.

Providing expert guidance to a 300-person company on NIST, ISO 27001, GDPR, CCPA, CPRA, PIPEDA, HIPAA, and local privacy and data protection laws.

Developing and operationalizing various privacy programs, and budget including:

Incident response program.

ROPA (Records of Processing and Inventory) program.

Cookie technology program.

Consent and preference management program.

Individual Rights Response program, including DSAR (Data Subject Access Request) lookup methodology.

Privacy and data protection research program.

PIA/DPIA (Privacy Impact Assessment/Data Protection Impact Assessment) assessment automation and mitigation efforts.

Data mapping and data flows.

Privacy program product launches.

Establishing both CPO (Chief Privacy Officer) and DPO (Data Protection Officer) offices.

Ensuring security representations in global data transfer addendums.

Drafting legal documents for lawful transfer mechanisms, including SCCS (Standard Contractual Clauses), DTA (Data Transfer Agreements), and DPPs (Data Protection Provisions).

Implementing a retention program (technology and methods).

Utilizing Trust Arc and OneTrust as subject matter experts.

Generating Alation data catalog.

Providing guidance to various business groups on privacy concerns.

Utilizing Big ID for data discovery and policy generation.

Position:Data Protection Privacy (SME) (Consultant)(Contract)

Company: The Clorox Company

Dates: April 2021 to March 2022

Location: City-Remote, State-NJ

Key Accomplishments: Led the successful rebuilding of the privacy program and control-driven efforts utilizing Target Process Online, saving millions in dollars in external professional consultancy spend, reducing enterprise-wide cyber and privacy risk

Privacy & Data Protection

Advised in the complete rebuilding of the privacy program in Target Process Online.

Served as the sole privacy SME, focusing on maturing the technical implementation and engineering underpinning of privacy and data protection within Target Process models.

Implemented privacy processes as an SME and effectively as the Chief Privacy Officer (CPO), including the Privacy Operating Model.

Drafting cyber risk policies, standards, and controls that integrate privacy with information security and data protection controls for the CTO, GC, and CISO teams

Position: Principal Cyber Risk Privacy Subject Matter Expert (Consultant)(Contract)

Company: Mondelez International

Dates: July 2020 to February 2021

Location: City-Remote, State-NJ

Key Accomplishments: Developed cyber risk governance maturity modeling (COSO) and risk quantification for the CISO and

Board of Directors and developed a new control and GRC methodology for the CISO’s global privacy

program, enabling significant risk reduction

Privacy

Advised in the maturing of the privacy program at the domain and control level.

Matured an international Privacy program for the CISO by developing innovative standards, controls, procedures, and metrics that implemented a global privacy framework tied to data security frameworks, resulting in a comprehensive program tailored to the organization.

Created innovative Schrems II solutions by leveraging unique security and privacy framework GRC (Governance, Risk, and Compliance) methodologies.

Advised on the launch of a consent and preference management platform and maturing the Incident Response program.

Drafed policies, standards, and controls for the privacy program.

Cyber Risk

Developed cyber risk governance maturity modeling (COSO) and risk quantification for the CISO and Board of Director committees

Drafting of policies, standards, and controls for the security program.

Policy, standard, control drafting for security program

Position: Chief Privacy Officer – Interim (Consultant)(Contract)

Company: Acoustic (Ad Tech MarTech)

Dates: December 2019 to January 2020

Location: City: New York City, State-NY

Key Achievements: Designed the control and privacy operations for a major email-driven, ad tech organization as part of a

private equity firm purchase

Designed a global privacy program for a private equity startup

Position: Senior Counsel Information Security Privacy

Company: Avanade Inc.

Dates: February 2018 to December 2019

Location: City-Remote, State- NJ

Key Achievements: Successfully operationalized a privacy program, incident response, forensics monitoring oversight

committee, and a GRC platform to fuel information security governance and align with privacy operations, handling numerous cyber and privacy events. This entailed significant operational efforts across 36,000 employees in 23 countries.

Awards: 2019 Data Protection Officer Rockstar Award

2019 CISO Incident Response Superhero Award

Privacy: Directly advised CISO, GC, DPO and all business units on privacy and data security frameworks – Significant Operational Expertise

Privacy Operations & Advisory

Expert development of 24 country Governance Risk Compliance (GRC) privacy program -1 of 3 SMEs (Small Team Greenfield Launch expertise)

Directly advised DPO, GC and CISO on operational privacy initiatives

Expert in GDPR, CCPA, ISO 27701:2019, NIST 800-53, NYDFS and a variety of global privacy and data protection frameworks

Privacy and data protection expert across EU and Americas negotiating and drafting commercial contracts including terms and conditions governing consumer data

Worked daily with product and security engineering teams proactively managing privacy and data protection legal risk

Guiding Data Protection and GDPR (General Data Protection Regulation) strategy implementation teams

ZenGRC, Onetrust, Nymity, TrustArc, SME. Significant expertise across a variety of data protection technologies.

Application of privacy-by-design principles, conducting and documenting privacy assessments, including data privacy impact assessments (DPIAs), legitimate interest assessments (LIAs), international data transfer adequacy assessments, and inbound and outbound privacy and security due diligence.

Created a 24 country jurisdictionally relevant trigger set against GDPR, CCPA, NIST, ISO to effect PIA, DPIA, DPbD

accounting for local country regulation, and the latest jurisdictionally relevant regulatory guidance

Due diligence reviews of regular flow-down assessments within privacy and information security domains to hold processors and sub-processors in compliance against negotiated terms,and served as data privacy expert to ensure flow-downs are current against global regulatory requirements.

Filtered the present state of data protection capabilities with the development of data protection protocols to baseline capabilities and rationalize the same against operating jurisdictions to enhance the speed of the contracting process and reduce compliance risk.

Utilized security monitoring tools, data discovery tooling, data classification tooling to meet privacy regulations and cyber regulatory regulations

Preparation to present security tooling to works councils

Privacy Data Protection & Drafting

Drafted consents, privacy notices, data transfer agreements and other documents for lawful transmission of data.

Drafted Legitimate Interest Tests, PIAs(Privacy Impact), DPIAs (Data Protection Impact Assessments)(including multi country implementing law compliance)

Policy, standard, control drafting for privacy program

Advised on BCR (Binding Corporate Rules), SCC (Std Contractual Clauses)

Modifying legal agreements (DTAs, Model Clauses, Contract Addendums, Notices, Policy)

Contract drafting of data protection protocols, MSA clauses with focus on privacy and security

Creating technologies internally to effect compliance and data protection regulation globally within the organization

Information Security, Cyber Risk & Incident Response

Advised CISO and GC on security frameworks, risk assurance as a SME and counsel for 24 subsidiary entities

Approved crisis management escalation handling for CISO

Guiding the CISO, GC and DPO to integrate GDPR data protection, privacy and cyber security regulatory operational and risk framework requirements into operations.

Cyber wargaming tabletop exercise planning

Resolved privacy and organizational cyber risk incidents internationally for incident response / breach response

Provided expert advice across all major departments international data protection events (incidents) across 24 countries

Risk Assurance and GRC

Expert development of 24 country GRC information security program -1 of 3 SMEs (Small Team Greenfield Launch expertise)

Expert in information security GRC and Privacy GRC (ZenGRC, Archer, Metric Stream, UCF)

Policy, standard, control drafting for security program

Leveraged ISO27701-2019 and Microsoft expertise to design jurisdictionally relevant governance rules including the use of Azure rights management and O365 Safety & Compliance center

Designed privacy and information security by design control sets including within cloud environments

Purple Team type cross functional expert between CISO, DPO, GC (Advised on penetration testing standards and red team / blue team efforts)

Resolved application security control issues and cloud OWASP resolution, especially within incident response handling

Compliance Center controls to effect international data protection governance across 23 countries

Built WISP (written Information Security Program) and data protection plans globally

Threat modeling guidance involving the Mitre Attack framework

Provided guidance on insider threat and detection/deterrents

Recommending technology and technology revisions based on operational, legal and contractual requirements to meet international cyber security and data privacy GRC needs

Implemented technologies as SME (Data Protection, Consent, Encryption, Privacy Tracking)

Position: Chief Information Security Officer CISO (Interim) and

Director of Information Security Governance

Company: Santander Holdings USA & Santander Securities LLC

Dates: August 2017 to January 2018

Location: City-Holmdel, State-NJ

DUAL INTERIM ROLES

Key Achievements: Designed an information security governance, risk, and compliance program for a new holding

company and six subsidiary entities on behalf of CTO and Board of Directors, embedding security and privacy GRC into the 1st line of defense for the six entities, centralizing the holding company governance framework, while allowing for independent operations at the subsidiary level. This significantly reduced risk and millions in overlapped technologies

Designed an information security governance, risk, and compliance program embedded into the 1st Line of Defense for six entities across the USA.

Presented information security governance findings to the Board of Directors at the holding company.

Operationalized data protection efforts within the 1st Line of Defense.

Embedded NYDFS (New York Department of Financial Services) regulations, Privacy by Design principles, and data protection regulations such as GDPR (General Data Protection Regulation), GLBA (Gramm-Leach-Bliley Act), DPbD (Data Protection by Design), state data protection laws, breach notification requirements, data destruction regulations, financial health industry security, and privacy regulations into the 1st Line of Defense.

Served as the Interim CISO for Santander Securities LLC.

Position: Senior Counsel Privacy Information Security (Contract)

Company: Avanade Inc.

Dates: May 2016 to August 2017

Location: City-Remote, State-NJ

Key Achievements: Successfully operationalized a privacy program, separating a $3 billion subsidiary from an

$8 billion parent org,(Accenture (Parent org), establishing independent privacy and DPO functions, directly advising CISO, GC, DPO and all business units on privacy and data security frameworks. This entailed significant operational efforts. Implemented from green fields a GDPR and international data protection privacy program (23 countries).

Implemented and matured incident response platform to integrate privacy and information security.

Implemented and matured a GRC platform

Implemented and matured a Written Information Security Program

Designed a privacy program based on GDPR capable of meeting international data privacy regulatory changes

Implemented from green fields a GDPR and International Data Protection privacy program

Matured SDLC and security assurance efforts (emphasis on pen testing standards)

Led CISO audits across ISO 270**-*****, NIST 800-53 and various NIST control docs, Sans CSC, HIPAA security, privacy controls

Served in both a privacy counsel and senior information security officer capacity for the CISO and GC depts across 23 countries

Advised on technology, privacy and information security aspects for contract matters including Master Services Agreements,

Vendor Agreements, Professional Services Agreements, Work Orders / SOW's, Software Licensing Agreements, NDAs

Reviewed and reduced cyber risk internationally across WISP (written Information Security Program) including but not limited

to SOC, breach management, pen testing procedure review, Disaster Recovery, NIST/ISO framework audit and cyber risk review of broad CISO activities

Designed 23 country GDPR program

Advised on Penetration testing standards

Assessed privacy and information security controls, including BCR (Binding Corporate Rules), SCC (Standard Contractual

Clauses), security monitoring tools, security tools legal requirements, privacy regulations, and cyber regulatory regulations, and rationalized them against works council requirements, international and domestic laws, and operational requirements.

Implemented international privacy and cyber regulatory requirements for international incident and breach response

Recommended technologies to meet international cyber security,data privacy based on operational, legal and contractual

requirements the Guided the CISO and GC suite to integrate GDPR privacy and cyber security regulatory operational and

frameworks into operations.

Provided expert advice across all major departments regarding cyber regulatory risk

Position: Senior Counsel Privacy Information Security (Contract)

Company: DTCC

Dates: July 2015 to December 2015

Location: City-Jersey City, State-NJ

Key Achievements: Operationalized a new privacy data protection-privacy program for a systemically important financial market utility (SIFMU) for the United States, processing $4 quadrillion in annual revenue across a new 18-country footprint (NymityTrust Arc based)

Consultant and counsel providing advice on information security, data privacy, and cyber risk across more than 18 foreign jurisdictions, including the European Economic Area (EEA) and the USA.

Generated technical cyber risk and information security metrics, Key Performance Indicator (KPI) reports, risk data, and enterprise-wide cyber risk reduction strategies.

Provided consultation and counsel on cyber IT controls and data privacy controls.

Supported the development of a data privacy strategy, data transformation roadmap, and long-term strategic priorities for cyber risk reduction through information security and data privacy data transfer initiatives.

Consulted on the revamp of a multi-organization, multi-country information protection and data privacy department, including areas such as vendor management, privacy policy, charter, and daily privacy counseling.

Advanced global cyber security governance by conducting security risk assessments, identifying threats, establishing global reporting systems and procedures for risk, creating training and awareness plans, and integrating risk reporting matrices.

Contributed to cyber investigations, forensics, risk trend analysis, vulnerability exercises, and addressing security operations center (SOC) issues that filtered into the General Counsel's office.

Addressed security awareness, encryption concerns, network security, vendor protection, data protection, and privacy matters.

Engaged in significant international cyber security and data privacy work for numerous business units, from framework development to risk assessment, and provided board-level recommendations.



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